Malware Detection Using API Function Frequency with Ensemble Based Classifier.
Pratiksha NataniDeepti VidyarthiPublished in: SSCC (2013)
Keyphrases
- malware detection
- application programming interface
- training data
- ensemble learning
- classifier ensemble
- malicious executables
- multiple classifiers
- training set
- final classification
- feature selection
- individual classifiers
- learning algorithm
- ensemble classifier
- anomaly detection
- support vector
- api calls
- classifier combination
- training samples
- pruning algorithm
- multiple classifier systems
- source code
- decision tree classifiers
- high level
- ensemble methods
- classification algorithm
- support vector machine
- combining classifiers